Abstract
The existing studies have shown that parapets have great influence on the girder distribution factor (GDF) of bridges. However, there is no method in the design guide to estimate the GDF considering the effect of parapets. This research aims to develop a simplified method for estimating the GDF by considering the effect of parapets. First, a simply supported steel-concrete composite girder bridge was tested to investigate the effect of parapets on the GDF. Then, finite-element (FE) model was established and verified by the field test data of strain and deflection. In addition, error study showed that the bending stiffness of the bridge was increased by about 92% and 19.1%, respectively, due to the effects of parapet and continuous layer. As the effect of the continuous layer on each girder was relatively uniform, the simplified method was optimized only considering the effect of the parapet. Finally, the effect of the parapet on the GDF was compared and discussed. Considering the effect of the parapet, the GDF of the exterior girder calculated by the simplified method and FE analysis decreased by about 26.92% and 23.53%, respectively, and the adjacent interior girder decreased by about 15.22% and 12.77%, respectively. Comparing the GDF calculated by the AASHTO LRFD specifications, the GDF calculated by the simplified method decreased by about 30.77% in the exterior girder and 41.30% in the interior girder, respectively. The results indicate that the method of calculating the GDF without considering the effect of the parapet in AASHTO LRFD specifications is conservative. The GDF calculated by the simplified method was basically close to the field test results, meaning that the proposed simplified method considering the effect of the parapet was relatively accurate.
1. Introduction
Girder distribution factor (GDF) of bridges has been broadly used to simplify the analysis of transverse effect caused by live loads since the 1930s and can be obtained by analytical methods, finite-element (FE) analyses, field tests, and laboratory tests.
“S-D” method in AASHTO Standard specification was used to calculate the GDF [1, 2]. In this method, the GDF is linearly related to the spacing (S) of girders, while “D” is a constant related to the type and geometric properties of the bridge [2, 3]. Before the 1990s, most investigations were focused on revising the parameter D by analytical methods or field tests [4–6]. After the 1990s, with the development of finite-element technology, Zokaie et al. [7, 8] investigated the influence parameters of the GDF by FE analysis and proposed the equations including span, spacing of girders, longitudinal stiffness of girders, and thickness of a concrete deck to calculate the GDF for moment of interior girders, while the GDF for moment of exterior girders was obtained based on the revision of equation for interior girders by the cantilever width of the deck. The GDF for shear of the interior girder was calculated by the “S-D” or lever rule method, and the GDF for shear of the exterior girder was also modified by the results of the interior girder. The equations were adopted by AASHTO LRFD specifications [9], and the GDF for moment of composite girder bridges with two or more lanes in interior girders was given bywhere S is the girder spacing; L is the span length; is the longitudinal stiffness, in which n is the modular ratio between steel and concrete, I is the girder moment of inertia, A is the girder area, eg is the eccentricity between centroids of the steel girder and the deck; and tc is the deck thickness. For simplification, Phuvoravan et al. [10] modified the GDF calculation method based on AASHTO LRFD specifications as
Huo et al. proposed Henry’s method [11] and modified it later [12, 13]. The modified Henry method with two or more lanes for moment was given bywhere R is the multiple presence factor; W is the width of lanes; and Ng is the number of girders. Some investigations modified the GDF calculation methods of curved [3, 14, 15] and skewed [16, 17] bridges based on AASHTO Standard specification and AASHTO LRFD specification.
However, it was found that these methods overestimated the GDF and underestimated the stiffness of the bridge [18–20]. The reason was that the methods ignored the contribution of secondary members, such as parapets [21–25]. Field tests also proved that the stiffness and capacity of bridges were larger than the predicted value by specifications [26–29].
Several researchers have investigated the effect of secondary members on the GDF of bridges, and some quantitative conclusions have been drawn. Mabsout et al. analysed 120 bridges to explore the influence of sidewalks and railings on the GDF by FE analyses [22] and field tests [23]. The results show that the exterior girder can resist more of the live load by considering the effects of sidewalks and railings; thereby, the load-carrying capacity of the bridge can be increased by about 30%. Eamon and Nowak [24] investigated the effect of edge-stiffening elements and diaphragms on the GDF with a steel-concrete composite girder by FE analysis. The results suggest that the GDF can be reduced by about 10% to 40% in the range of elasticity by the secondary elements, while about 5% to 20% in the range of inelasticity. Conner and Huo [26] explored the effect of parapets on the GDF by comparing the results of FE analysis with the AASHTO standard and AASHTO LRFD specifications. The research shows that the GDF can be reduced by about 36% for exterior girders by the parapet and 13% for interior girders. Chung et al. [27] investigated the effect of lateral bracing, parapets, and deck cracking on the GDF by FE analysis. The results show that the lateral bracing and parapets may decrease the GDF up to 40% lower than the AASHTO LRFD values. Longitudinal cracking may increase the GDF up to 17% than the AASHTO LRFD values, while the transverse cracking was not significantly influencing the GDF. Akinci et al. [30, 31] proposed a spring analogy method to predict the effect of parapets on steel-concrete composite girder bridges under overload vehicles by FE analysis. The research shows that the GDF can be reduced by about 30% by continuous parapets. Roddenberry et al. [29] investigated the effects of parapets on the GDF with a Florida Bulb-T girder bridge and an AASHTO Type-IV girder bridge by field tests. It was found that the parapet could decrease the strains in the exterior girder, and an expansion joint in the parapet caused a localized strain increasing in the exterior girder, while the joint had a small effect on the interior girder.
Although many researchers have investigated the effect of parapets on the GDF by FE analyses or field tests, there was no simplified method to estimate the GDF considering the effects of parapets. Obviously, field tests not only took a long time and costed a lot but also needed to be carried out after the bridge was built. FE analysis was easy enough to model girder bridges and was able to provide exact stress distribution to calculate the GDF; however, the simplified analysis method could more directly reflect the physical influence factors of the GDF, and the designers could better understand the mechanism of the simplified method and optimize the design. Therefore, the purpose of this paper was to develop a simplified method (optimization of the modified eccentric load method) to estimate the effect of parapets on the GDF. First, a simply supported steel-concrete composite girder bridge was tested to study the effect of parapets. Then the accuracy of the FE model was verified by the field test results. The error study was subsequently carried out to find the influence factors which caused the large stiffness of the bridge, so the modified eccentric load method was optimized according to the main influence factors. Finally, the GDF obtained by the simplified method, FE analysis, field test, and AASHTO LRFD specifications were compared and discussed.
2. Field Test
2.1. Tested Bridge
Figure 1 shows the general layout of the field test bridge. Figure 1(a) shows the elevation plan of the bridge. The total length of the bridge is 86 m. -The superstructure of the bridge consists of four-span simply supported steel-concrete composite girders. The total length and span of each simply supported girder are 20 m and 19.4 m, respectively. At abutments, there are two expansion joints in the bridge. At piers, the distance between adjacent span is 40 mm, and there is a continuous layer with a length of 80 m above the deck. Figure 1(b) shows the cross section in midspan of the bridge. Materials of the steel girders, cross-beams, and stiffeners are all Q345qD steel. The spacing between the adjacent steel girders is 2.0 m, and the depth of the steel girder is 0.90 m. The size of top flanges, webs, and bottom flanges of the steel girder are 350 mm × 18 mm, 858 mm × 16 mm, and 400 mm × 24 mm, respectively. There are three cross-beams with a distance of 9.7 m along the longitudinal direction of the bridge. The depth of the cross-beam is 250 mm. The size of flanges and webs of the cross-beams are 125 mm × 12 mm and 226 mm × 9 mm, respectively. Materials of the deck and continuous layer are both C50 concrete, while the parapet is C30 concrete. The general thickness of concrete deck is 0.19 m, while the enhanced part of the concrete deck near the steel girder is 0.27 m. The depth and bottom width of the parapet are 1.15 m and 0.45 m, respectively. As an anticollision structure, the parapet is continuous for the whole span of 20 m. The steel girder and concrete deck are connected by shear studs to form the composite section. The height and diameter of shear studs are 12 cm and 22 mm, respectively. The diameters of reinforcements in the concrete deck, continuous layer, and parapets are all 16 mm.

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2.2. Field Test Procedure
Figure 2 shows the axle weight and position of trucks in the field test. Four trucks, in order A, B, C, and D, were used to achieve four-step loading. The distance between rear axle and midrear axle is 140 cm, while between front axle and midrear axle is 350 cm. The lateral wheel spacing is 180 cm. The total axle weight of the truck was kept in about 400 kN with front axle of 80 kN and rear axle and midrear axle of 160 kN. Table 1 shows the actual axle weight of the truck in the field test. The actual weight of each axle of the truck is little different from the required axle weight by the field test, and the actual total axle weight of each truck is basically kept at 400 kN. The distance between the inside edge of parapet and loading trucks of the outside edge was 50 cm, and the distance between two trucks along lateral direction was 130 cm. The distance between rear axles of two trucks along longitudinal direction was 500 cm.

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Figure 3 shows the position and layout of sensors on steel girders at the midspan cross section of the bridge. Seventy-two strain gauges of 120-3AA were arranged on the surface of six steel girders, and the number of strain gauges on the surface of the top flange, web, and bottom flange of each steel girder are 2, 6, and 4, respectively. Six dial gages of LINKS 0-30 were arranged at the bottom of the steel girders. Figure 4 shows the position and layout of sensors on the concrete deck and cross-beams at the midspan cross section of the bridge. Ten (number 1∼10) and 6 (number 11∼16) strain gauges of 120-80AA along the longitudinal direction and lateral direction of the bridge were arranged at the bottom surfaces of the concrete deck between adjacent steel girders, respectively. Totally, 50 and 30 strain gauges of 120-80AA were arranged, respectively. Forty strain gauges of 120-3AA were arranged on the surface of five cross-beams, and the number of strain gauges on the surface of the top flange, web, and bottom flange of each cross-beam are 2, 4, and 2, respectively.

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Figure 5 is the photos of four-step loading of the field test. Before the field test, loading and unloading were applied 1 to 2 times to eliminate the inelastic deformation of the structure. Then strain gauges and dial gages were checked to ensure the equipment in normal working condition and set back to zero. When each truck reached the predetermined position, the engine was shut down. After all the data were stabilized, the strain data were collected and recorded by TDS 601, while the deflection data were read and recorded by field testers, as shown in Figure 6. The bridge was unloaded in the opposite sequence with the loading.

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Table 2 is the result of the loading efficiency under the 4th step loading. The positive bending moments in midspan under the field test loading and most unfavorable condition were 1420 kN·m and 1316 kN·m, respectively. The impact factor was 1.117, so the loading efficiency was 0.97, meeting the requirements (0.85∼1.05) in the specification [32].
According to lot of experiments, the GDF of the ith girder could be calculated by the ratio of strain [33] value or deflection [34] value of the ith girder to the sum of strain values or deflection values of all girders aswhere εi is the maximum strain value of the bottom flange of the ith steel girder; NL is the number of lanes; Ng is the number of girders; and Δi is the maximum deflection value of the ith steel girder. Eom and Nowak [35] and Stallings and Yoo [36] modified the calculating equation of the GDF when the geometric properties of each girder are different aswhere Mi is the moment value of the ith girder; E is the elastic modulus of materials; Si is the section modulus of the ith girder; Sl is the section modulus of the typical interior girder; ωi is the ratio of the section modulus of the ith girder to the typical interior girder.
3. FE Analysis
ABAQUS 6.14 was used for FE analysis. Since the parapet was continuous for the whole span of 20 m, the depth and longitudinal bending stiffness of the parapet are 1.15 m and 1.07 × 1015 N mm2, respectively, while the composite girder are 1.17 m and 2.72 × 1015 N mm2, respectively. The bending stiffness ratio of the parapet to the composite girder is about 39.34%; therefore, the influence of the parapet could not be ignored.
3.1. Constitutive Relationship of Steel and Concrete
The constitutive relationship with the form of three-fold lines was used to represent the material properties of Q345qD steel, as shown in Figure 7(a). The yield strength fy, design strength fyd, and ultimate strength fu of steel are 345 MPa, 270 MPa and 580 MPa, respectively. The elastic modulus Es is 206,000 MPa. The yield strain εy is 1.2 fy/Es. The maximum strain εt of flat line is 10 εy, and the ultimate strain εu is 100 εy.

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Figure 7(b) shows the constitutive relationship of the concrete. The uniaxial tension stress-strain curve of concrete can be obtained bywhere σt and εt are the tension stress and strain of concrete, respectively; Ec is the elastic modulus of concrete (MPa), for C50 and C30 concretes, Ec is 34,500 MPa and 30,000 MPa, respectively; dt is a damaged coefficient under uniaxial tension of the concrete; αt is a coefficient representing the falling rate of the stress-strain curve under uniaxial tension of the concrete, for C50 and C30 concretes, αt is 2.21 and 1.62, respectively; ft,r is the representative value of the uniaxial tension strength of the concrete, for C50 and C30 concretes, ft,r is 2.65 MPa and 2.01 MPa, respectively; and εt,r is the peak tension strain of the concrete corresponding to the representative value ft,r, for C50 and C30 concretes, εt,r is 110 × 10−6 and 95 × 10−6, respectively.
The uniaxial compression stress-strain curve of concrete can be obtained bywhere σc and εc are the compression stress and strain of concrete, respectively; dc is a damaged coefficient under uniaxial compression of the concrete; αc is a coefficient representing the falling rate of the stress-strain curve under uniaxial compression of the concrete, for C50 and C30 concretes, αc is 1.45 and 0.75, respectively; fc,r is the representative value of the uniaxial compression strength of concrete, for C50 and C30 concretes, fc,r is 32.4 MPa and 20.1 MPa, respectively; and εc,r is the peak compression strain of the concrete corresponding to the representative value fc,r, for C50 and C30 concretes, εc,r is 1678 × 10−6 and 1472 × 10−6, respectively.
3.2. Interaction Simulation and Element Type
Figure 8 shows the interaction relationship and element type of members in the composite girder bridge. The interfacial relationship between the steel girder and the concrete deck is composed of normal contact and tangential bond slip. The bottom surface of the deck was set as the main surface, while the top surface of the steel girder was set as the slave surface. The normal contact between steel girder and deck is “hard contact”, which transferred the interfacial pressure. The tangential bond slip has been ignored because the longitudinal shear force of steel-concrete interface could be fully resisted by shear studs. The reinforcements were embedded into the concrete deck to simulate their contact relationship.

The steel girder and concrete deck are connected by shear studs, which are simulated by spring elements. The vertical stiffness could be obtained by Sutton et al.’s [37] modified equation, while the longitudinal and lateral stiffness of the springs could be calculated bywhere kss is the shear stiffness of studs (N/mm); dss is the diameter of studs (mm); Ec is the elastic modulus of the concrete (MPa); and fck is the standard value of the compression strength of the concrete (MPa), usually takes fck = fc,r.
Steel girders, cross-beams, and stiffeners are all thin-walled members, whose thicknesses are much smaller than the dimension of other directions. Therefore, these members are simulated by the 4-node doubly curved thin or thick shell, reduced integration, hourglass control, fine-membrane strains (S4R). The concrete deck, continuous layer, and parapets are simulated by 8-node linear brick element, reduced integration, hourglass control element (C3D8R). The reinforcements are simulated by truss elements T3D2.
3.3. Model Verification
Figure 9 shows the results of the calculated value by FE analysis and field test value of composite girder under the 4th step loading, including the strain and deflection of the steel girder, as shown in Figures 9(a) and 9(b), respectively, the longitudinal and lateral strain of the concrete deck, as shown in Figures 9(c) and 9(d), respectively, and strain of the cross-beam, as shown in Figure 9(e). Table 3 is the results of one-way analysis of variance between the values of the FE analysis and field test. The longitudinal strain of the bottom flange of the steel girder εsx was taken as an example for illustration. Under the significance level of 0.05, the statistic value F is less than the critical value F0.05 (or the significance level p is greater than 0.05), which indicates the single factor εsx is lightly affected by two different levels (the FE analysis and field test). Therefore, the difference of the εsx between the FE analysis and field test is small. For lateral bracing, only cross-beams 2# and 3# with the biggest strain difference between two levels were analysed. All single factors are lightly affected by two different levels (FE analysis and field test), except for the longitudinal strain of the concrete deck εcx (F > F0.05 or ). The reason is that the field test position of the εcx was close to the neutral axis of the composite section, and the small values of strain cause significant deviation between two different levels. In general, the FE analysis can be considered properly predicting the strain and deflection of the composite girder.

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4. Error Study
Figure 10 shows the field test and linearly fitting longitudinal strain of the steel girder along girder depth under the four-step loading. The bottom flange of the steel girder was set as vertical zero point (coordinate z). It shows that the longitudinal strain of the steel girder has a significant linear relationship along the girder depth, which indicates that the bridge is in an elastic working condition under field test loading. Moreover, the intercepts of fitted lines of the strain are in the depth about 100 cm to 120 cm, which means that the position of the neutral axis of the composite girder can be regarded in this range.

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Table 4 shows geometric properties of the composite girder. The theoretical position of the neutral axis of the composite girder is 86.74 cm from the bottom flange of the steel girder as shown in Case 3, and significantly different from the field test value. The reason for the difference may be related to the factors including the elastic modulus of the concrete deck, continuous layer, asphalt pavement, and parapets. When the elastic modulus of the concrete deck increases from 30,000 MPa (C30) to 36,000 MPa (C60), the neutral axis increases by about 3.0% along girder depth, and the bending stiffness of composite girder increases by about 4.6%, as shown in Cases 1 to 4. Therefore, the elastic modulus of the concrete deck has little effect on the bending stiffness of the composite girder and could be ignored. When considering the bending stiffness of the continuous layer and asphalt pavement, by comparing Case 5 and Cases 6 to 3, it was found that the neutral axis of the composite girder moves upward by about 8.3% and 0.3%, respectively, while the bending stiffness increases by about 19.1% and 0.6%, respectively. Thus, the continuous layer has great effect on the bending stiffness of the composite girder and could not be ignored, while the asphalt pavement could be ignored. Owing to the similar depth between parapets and composite girders, the position of the neutral axis of the composite girder is significantly affected by the parapet. By comparing Case 6 and Case 7, Case 8 and Case 9, Case 10 and Case 11, the neutral axis of the composite girder with parapets moves upward about 28.9%, 16.9%, and 12.0% in the single girder, twin girders, and three girders, respectively, and the bending stiffness increases about 2.30, 1.32, and 0.92 times, respectively. Therefore, the parapet has great effect on the bending stiffness of the composite girder and could not be ignored.
For the purpose of comparison, a nondimensional parameter named ratio of bending stiffness error was defined aswhere EI′ and EI0 are the bending stiffness of the composite girder with parapets and without parapets, respectively and hh and hc are the depth of parapets and composite girders, respectively. It is obvious that the larger the rbs, the greater the effect of parapets on the composite girder.
Figure 11 shows the ratio of bending stiffness error. When hh/hc equals 0.10, rbs is 10%, 6% and 4% for single girder (twin girders by symmetry), twin girders (four girders by symmetry) and three girders (six girders by symmetry), respectively, while rbs is 26%, 14% and 9%, respectively, when hh/hc equals 0.20. It was found that the effect of the parapet is decreasing with the number of main girders increasing, and the effect of the parapet can be ignored for single girder and twin girders only when the value of hh/hc less than 0.10, while hh/hc should be less than 0.20 for three girders.

5. Simplified Method of Calculating GDF by considering the Stiffness of Parapets
According to the field test and theoretical results of the bending stiffness of the composite girder, the secondary members such as continuous layer and parapets had great effect on the bending stiffness of composite girders. Since the effect of the continuous layer on each steel girder was relatively uniform, this paper optimized the calculating method of the bridge GDF by only considering the stiffness of parapets.
5.1. Optimization of Modified Eccentric Load Method
5.1.1. Assumption
(i)No uplifting and slippage occur in the steel-concrete interface(ii)The cross section remains rigid, and there are no distortion and local buckling(iii)Ignoring the influence of asynchrony deformation between parapets and decks during construction(iv)Ignoring the influence of the transverse slope of the bridge, the cross section is symmetric about the centre line of the bridge
5.1.2. Centre Load
Based on the assumption, the deflections of each main girder and parapet were the same under centre load and could be calculated bywhere ωi is the deflection of the main girder under centre load (i = 1, 2, 3,…, n) and is the deflection of the parapet under centre load (j = 1, 2, 3,…, m).
By converting the concrete deck into the steel deck according to the ratio of elastic modulus, the relationship between load and deflection of main girders and parapets in the midspan of a simply supported girder bridge arewhere E1 and E2 are elastic modulus of main girders and parapets, respectively; Ii and are inertia of moment of main girders and parapets, respectively; Ri and are the distributed load by main girders and parapets, respectively; and L is the span of the bridge.
Since E1, E2, and L were constants, formulas (11) and (12) could be rewritten aswhere α = 48E1/L3 and = 48E2/L3.
According to the static equilibrium equation, formulas (13) and (14) could be added to obtain the following:
Substituting formula (10) into formula (15), the deflection of the main girder and the parapet could be calculated by
Substituting formula (16) into formula (13), Ri could be calculated bywhere λ = /α = E2/E1
5.1.3. Eccentric Torque
Under the action of eccentric torque , a rotation angle φ was produced as the cross section rotated around the centre point. The rotation angle of the main girder and parapet could be calculated bywhere is the deflection of the main girder under the eccentric torque; is the deflection of the parapet under the eccentric torque; ai is the distance between the main girder i and bridge centre line; and is the distance between the parapet j and bridge centre line.
Substituting formulas (18) and (19) into formulas (13) and (14), new equations are as follows:where and are the distributed torque by the main girder and parapet, respectively.
Since α, α′, and tan φ were constants, according to the static equilibrium equation, formulas (20) and (21) could be added to obtainwhere γ = α tan φ and γ’ = α′ tan φ.
Solving formula (22), γ could be calculated bywhere e is the distance between the eccentric load and bridge centre line.
Substituting formula (23) into (20), could be calculated by
5.1.4. The Total Effect of the Eccentric Load on Each Main Girder
Adding formulas (17) and (24) and assuming the load was located on girder k, so the vertical coordinate value Rik of the influence line of girder i could be calculated by
According to the equilibrium equation and geometric relations, the torsional correction coefficient β′ of the composite girder could also be deduced when considering the effect of torsional stiffness of the parapet aswhere G1 and G2 are the shear modulus of the main girder and the parapet, respectively, and ITi and are the torsional moment of inertia of the main girder and the parapet, respectively.
Finally, considering the torsional stiffness of the bridge, vertical coordinate value ηik of influence line of girder i could be calculated by
The symbols of equation were shown in Figure 12. Figure 13 shows the flowchart of calculating the GDF by the simplified method.


5.2. Comparison and Discussion
Figure 14 shows the most unfavorable condition of calculating the GDF for each girder. The GDF for 1# girder and 2# girder can be calculated by the results of the field test because the truck position of the field test was the most unfavorable condition for 1# girder and 2# girder. By ignoring the transverse slope of the cross section, the GDF is equal for two girders which is symmetric about the centre line of the bridge. Table 5 shows the comparison results of the GDF calculated by different methods. According to the simplified method and FE analysis, compared to the GDF without considering the effect of the parapet, the GDF of exterior girder (1# girder or 6# girder) with the effect of the parapet decreased up to about 26.92% and 23.53%, respectively, and the adjacent interior girder (2# girder or 5# girder) decreased up to about 15.22% and 12.77%, respectively, while the middle girder (3# girder or 4# girder) increased up to about 2.44% and 6.98%, respectively. The GDF was almost same for two girders which was symmetric about the centre line of the bridge based on the FE analysis, so the reliability of the assumption of the simplified method was further verified. Comparing the GDF calculated by the AASHTO LRFD specifications, the GDF calculated by the simplified method decreased by about 30.77% in exterior girder and 41.30% in interior girder, respectively. The results indicate that the method of calculating the GDF without considering the effect of the parapet in AASHTO LRFD specifications is conservative. Moreover, the GDF calculated by the simplified method are basically close to the field test results, which indicates that the simplified method is relatively accurate in calculating the GDF.

Figure 15 shows the GDF with different height span ratio of the main girder hc/L. Under the constant height span ratio of the parapet (hh/L = 1/16.9), the hc/L varied among 1/20, 1/16.7 (field test bridge), 1/14/, 1/12.5, and 1/11, respectively. Compared to the GDF without considering the effect of the parapet, the GDF of 1# girder with the effect of the parapet decreased about −24.31%, −23.53%, −22.15%, −20.52%, and −18.81%, respectively, and the GDF of 2# girder decreased about −10.95%, −10.42%, −5.12%, −4.10%, and −3.24%, respectively, while the GDF of 3# girder increased by about 7.52%, 6.98%, 5.90%, 5.39%, and 4.89%, respectively. According to the comparison results, under the constant hh/L, the effect of the parapet decreased with the increase of the hc/L. Moreover, the exterior girder (1# girder) was more affected than the adjacent interior girder (2# girder) and the middle girder (3# girder). It also can be seen that the GDF increased with the increase of the hc/L. The GDF of the 1# girder with parapets and without parapets increased about 8.27% and 3.47% with the hc/L increasing from 1/20 to 1/11, respectively, and the GDF of the 2# girder increased about 14.20% and 9.80%, respectively, while the GDF of the 3# girder increased about 7.26% and 8.13%, respectively.

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In order to further investigate the effect of the parapet on the GDF of the bridge, GDFs of a six-girder bridge with different ratio of the parapet depth to the girder depth hh/hc were calculated, as shown in Figure 16. With the increase of the hh/hc, the GDF of the 1# girder and 2# girder decreased almost linearly, while the GDF of the 3# girder increased almost linearly. When hh/hc equals to 0.2, compared to the GDF without considering the effect of the parapet, the GDF of 1# girder and 2# girder with the effect of the parapet decreased by about −5.33% and −3.83%, respectively, while the GDF of 3# girder increased by about 0.80%. When hh/hc equals to 0.5, the GDF of 1# girder and 2# girder with the effect of the parapet decreased about −9.47% and −5.20%, respectively, while the GDF of 3# girder increased about 2.05%. Therefore, the effect of the parapet on the GDF of the 1# girder and 2# girder in the six-girder bridge could be ignored when hh/hc is less than 0.2 and 0.5, respectively. As for 3# girder, the effect of the parapet on the GDF could be ignored because the GDF of 3# girder with the effect of the parapet increased only about 4.76% when hh/hc equals to 1.0. It also can be seen that the GDF of each girder tended to be the same with the increase of hh/hc, meaning that the stress distribution in each girder of the bridge gradually became uniform.

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Designers and researchers mainly pay attention to the GDF of the exterior girder (1# girder) and adjacent interior girder (2# girder) of the bridge because the maximum GDF is usually at the exterior girder or adjacent interior girder. Based on the maximum GDF, girders of the bridge were usually designed in the same dimension. Although the stiffness of the parapet was usually not considered in the design, the reserved strength contributed by parapets to the bridge could be estimated by the simplified method conveniently, and the parapet ensured that the bridge had a certain overload capacity. In addition, it was helpful for better understanding the force or stress distribution of the bridge.
6. Conclusion
This paper developed a simplified method to estimate the effect of parapets on the GDF. The GDF was also obtained by the field test and FE analysis in the investigation. The following conclusions can be obtained:(1)The bending stiffness of the composite girder EI increased by about 4.6% when the elastic modulus of the concrete deck varied from 30,000 MPa to 36,000 MPa. Compared to the EI without the parapet, continuous layer, and asphalt pavement, the EI with the parapet, continuous layer, and asphalt pavement increased by about 92%, 19.1%, and 0.6%, respectively. The results indicate that the parapet and continuous layer had a great influence on the EI and could not be ignored, while the asphalt pavement and the variation of the elastic modulus of the concrete deck had little influence on the EI and could be ignored.(2)According to the simplified method and FE analysis, compared to the GDF without considering the effect of the parapet, the GDF of the exterior girder (1# girder) with the effect of the parapet decreased up to about 26.92% and 23.53%, respectively, and the adjacent interior girder (2# girder) decreased up to about 15.22% and 12.77%, respectively, while the middle girder (3# girder) increased by about 2.44% and 6.98%, respectively. Comparing the GDF calculated by the AASHTO LRFD specifications, the GDF calculated by the simplified method decreased about 30.77% in the exterior girder and 41.30% in the interior girder, respectively. The results indicate that the method of calculating the GDF without considering the effect of the parapet in AASHTO LRFD specifications is conservative.(3)The GDF of the bridge increased with the increase of the height span ratio of the main girder hc/L. The GDF of the exterior girder with parapets and without parapets increased by about 8.27% and 3.47% with the hc/L increasing from 1/20 to 1/11, respectively, and the GDF of the interior girder increased by about 14.20% and 9.80%, respectively, while the GDF of the middle girder increased by about 7.26% and 8.13%, respectively.(4)The effect of the parapet on the GDF of the exterior girder and interior girder in the six-girder bridge could be ignored when the ratio of the parapet depth to the girder depth hh/hc is less than 0.2 and 0.5, respectively. As for the middle girder, the effect of the parapet on the GDF could be ignored because the GDF of the middle girder with the effect of the parapet increased only about 4.76% when hh/hc equals 1.0.(5)It indicates that the proposed simplified method considering the bending stiffness of the parapet was relatively accurate because the GDF calculated by the simplified method was basically close to the field test results. The stiffness of the parapet was usually not considered in the design, but the reserved strength of the bridge contributed by the parapet could be estimated by the simplified method conveniently. The parapet also ensured that the bridge had a certain overload capacity.
Data Availability
The data used to support the findings of this study are available from the corresponding author upon request.
Conflicts of Interest
The authors declare no conflicts of interest.
Acknowledgments
The authors gratefully acknowledge the financial support given by the Special Fund for Basic Scientific Research of Central College of Chang’an University (grant no. 300102218407) and the Science and Technology Projects of Department of Transport of Shaanxi Province of China (grant nos. 17-14K and 16-29K).